Journal Title：Journal Of Nonparametric Statistics

Journal of Nonparametric Statistics provides a medium for the publication of research and survey work in nonparametric statistics and related areas. The scope includes, but is not limited to the following topics:

Nonparametric modeling,

Nonparametric function estimation,

Rank and other robust and distribution-free procedures,

Resampling methods,

Lack-of-fit testing,

Multivariate analysis,

Inference with high-dimensional data,

Dimension reduction and variable selection,

Methods for errors in variables, missing, censored, and other incomplete data structures,

Inference of stochastic processes,

Sample surveys,

Time series analysis,

Longitudinal and functional data analysis,

Nonparametric Bayes methods and decision procedures,

Semiparametric models and procedures,

Statistical methods for imaging and tomography,

Statistical inverse problems,

Financial statistics and econometrics,

Bioinformatics and comparative genomics,

Statistical algorithms and machine learning.

Both the theory and applications of nonparametric statistics are covered in the journal. Research applying nonparametric methods to medicine, engineering, technology, science and humanities is welcomed, provided the novelty and quality level are of the highest order.

Authors are encouraged to submit supplementary technical arguments, computer code, data analysed in the paper or any additional information for online publication along with the published paper.

《非參數(shù)統(tǒng)計(jì)雜志》為非參數(shù)統(tǒng)計(jì)和相關(guān)領(lǐng)域的研究和調(diào)查工作提供了一種發(fā)表媒介。范圍包括但不限于以下主題：

非參數(shù)建模，

非參數(shù)函數(shù)估計(jì)，

秩和其他穩(wěn)健和無分布程序，

重采樣方法，

失擬合檢驗(yàn)，

多元分析，

高維數(shù)據(jù)推斷，

降維和變量選擇，

變量錯(cuò)誤、缺失、刪失和其他不完整數(shù)據(jù)結(jié)構(gòu)的方法，

隨機(jī)過程推斷，

抽樣調(diào)查，

時(shí)間序列分析，

縱向和功能數(shù)據(jù)分析，

非參數(shù)貝葉斯方法和決策程序，

半?yún)?shù)模型和程序，

成像和斷層掃描的統(tǒng)計(jì)方法，

統(tǒng)計(jì)逆問題，

金融統(tǒng)計(jì)和計(jì)量經(jīng)濟(jì)學(xué)，

生物信息學(xué)和比較基因組學(xué)，

統(tǒng)計(jì)算法和機(jī)器學(xué)習(xí)。

本期刊涵蓋非參數(shù)統(tǒng)計(jì)的理論和應(yīng)用。歡迎將非參數(shù)方法應(yīng)用于醫(yī)學(xué)、工程、技術(shù)、科學(xué)和人文學(xué)科的研究，前提是新穎性和質(zhì)量水平達(dá)到最高水平。

鼓勵(lì)作者提交補(bǔ)充技術(shù)論據(jù)、計(jì)算機(jī)代碼、論文中分析的數(shù)據(jù)或任何其他信息，以便與已發(fā)表的論文一起在線發(fā)表。

Journal Of Nonparametric Statistics創(chuàng)刊于1991年，由Taylor and Francis Ltd.出版商出版，收稿方向涵蓋數(shù)學(xué) - 統(tǒng)計(jì)學(xué)與概率論全領(lǐng)域，此期刊水平偏中等偏靠后，在所屬細(xì)分領(lǐng)域中專業(yè)影響力一般，過審相對(duì)較易，如果您文章質(zhì)量佳，選擇此期刊，發(fā)表機(jī)率較高。平均審稿速度 較慢,6-12周 ，影響因子指數(shù)0.8，該期刊近期沒有被列入國際期刊預(yù)警名單，廣大學(xué)者值得一試。